Personal training with physical activity monitoring device
First Claim
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1. A method of physically training a user, the method comprising;
- at a physical activity monitoring device including a sensor array including an accelerometer, receiving a workout regimen including a plurality of exercises;
for each of the plurality of exercises;
at the physical activity monitoring device, indicating the exercise to the user;
with the physical activity monitoring device worn by the user, measuring physical activity attributes of the user;
automatically determining time intervals where the user is actively engaged in the exercise based on the physical activity attributes at least in part by;
acquiring signal information with the sensor array that is representative of the physical activity attributes of the user;
dividing the signal information into overlapping segments;
identifying predetermined signal characteristics for each overlapping segment; and
analyzing the predetermined signal characteristics for each overlapping segment using a supervised classifier trained to recognize if the user is actively engaged in the exercise during the overlapping segment;
outputting information regarding the user'"'"'s progress towards completion of the exercise based on the physical activity attributes; and
if the workout regimen has not been completed, indicating a next exercise to the user.
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Abstract
A physical activity monitoring device receives a workout regimen including a plurality of exercises. For each of the plurality of exercises, the physical activity monitoring device indicates that exercise to a user and measures physical activity attributes of the user. The physical activity monitoring device outputs information regarding the user'"'"'s progress towards completion of that exercise based on the physical activity attributes.
41 Citations
16 Claims
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1. A method of physically training a user, the method comprising;
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at a physical activity monitoring device including a sensor array including an accelerometer, receiving a workout regimen including a plurality of exercises; for each of the plurality of exercises; at the physical activity monitoring device, indicating the exercise to the user; with the physical activity monitoring device worn by the user, measuring physical activity attributes of the user; automatically determining time intervals where the user is actively engaged in the exercise based on the physical activity attributes at least in part by; acquiring signal information with the sensor array that is representative of the physical activity attributes of the user; dividing the signal information into overlapping segments; identifying predetermined signal characteristics for each overlapping segment; and analyzing the predetermined signal characteristics for each overlapping segment using a supervised classifier trained to recognize if the user is actively engaged in the exercise during the overlapping segment; outputting information regarding the user'"'"'s progress towards completion of the exercise based on the physical activity attributes; and if the workout regimen has not been completed, indicating a next exercise to the user. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A physical activity monitoring device, comprising:
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a communication subsystem configured to receive a workout regimen including a plurality of exercises; a display subsystem configured to, for each of the plurality of exercises, indicate that exercise to a user; a sensor array including one or more sensors configured to measure physical activity attributes of the user; a controller trained with a machine learning process to automatically determine time intervals where the user is actively engaged in that exercise based on predetermined signal characteristics for overlapping segments of signal information from the sensor array, and to automatically determine the user'"'"'s progress towards completion of that exercise based on the predetermined signal characteristics physical activity attributes; and a reporter configured to output information regarding the user'"'"'s progress towards completion of that exercise. - View Dependent Claims (14, 15)
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16. A method of physically training a user with a physical activity monitoring device worn by the user, the physical activity monitoring device including a sensor array including one or more sensors, the method comprising:
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at the physical activity monitoring device, receiving a workout regimen including a plurality of exercises; for each of the plurality of exercises; at the physical activity monitoring device, indicating the exercise to the user; with the sensor array, measuring physical activity attributes of the user; at the physical activity monitoring device, automatically determining time intervals where the user is actively engaged in the exercise based on predetermined signal characteristics for overlapping segments of signal information from the sensor array; at the physical activity monitoring device, automatically determining the user'"'"'s progress towards completion of the exercise based on the predetermined signal characteristics; outputting information regarding the user'"'"'s progress towards completion of the exercise; and if the workout regimen has not been completed, indicating a next exercise to the user.
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Specification